Backdoor Defense on Bank marketing (test)
86Misclassification AccuracyProtoGuard-SL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ProtoGuard-SLAttack=BadVFL2026.04 | 86 | 7 | |
| ProtoGuard-SLAttack=VILLAIN attack2026.04 | 85 | 8 | |
| No defenseAttack=VILLAIN attack2026.04 | 84 | 95 | |
| No defenseAttack=BadVFL2026.04 | 84 | 90 | |
| No defenseAttack=SplitNN attack2026.04 | 82 | 93 | |
| DPAttack=VILLAIN attack2026.04 | 82 | 89 | |
| ProtoGuard-SLAttack=SplitNN attack2026.04 | 82 | 5 | |
| DPAttack=SplitNN attack2026.04 | 79 | 84 | |
| DPAttack=BadVFL2026.04 | 78 | 84 | |
| MPAttack=SplitNN attack2026.04 | 77 | 49 | |
| ANPAttack=VILLAIN attack2026.04 | 77 | 67 | |
| ANPAttack=BadVFL2026.04 | 77 | 58 | |
| MPAttack=BadVFL2026.04 | 76 | 50 | |
| MPAttack=VILLAIN attack2026.04 | 75 | 52 | |
| ANPAttack=SplitNN attack2026.04 | 75 | 62 | |
| VFLIPAttack=VILLAIN attack2026.04 | 73 | 39 | |
| VFLIPAttack=BadVFL2026.04 | 72 | 37 | |
| VFLIPAttack=SplitNN attack2026.04 | 69 | 35 |